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Natural language is not enough: Benchmarking multi-modal generative AI
  for Verilog generation

Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation

11 July 2024
Kaiyan Chang
Zhirong Chen
Yunhao Zhou
Wenlong Zhu
Kun Wang
Haobo Xu
Cangyuan Li
Mengdi Wang
Shengwen Liang
Huawei Li
Yinhe Han
Ying Wang
ArXiv (abs)PDFHTMLGithub (38★)

Papers citing "Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation"

9 / 9 papers shown
ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
Changwen Xing
SamZaak Wong
Xinlai Wan
Y. Lu
M. Zhang
...
Zhengxiong Li
Nan Guan
Zhe Jiang
Xi Wang
Jun Yang
RALMLRM
305
1
0
05 Dec 2025
Large Language Model for Verilog Code Generation: Literature Review and the Road Ahead
Large Language Model for Verilog Code Generation: Literature Review and the Road Ahead
Guang Yang
Wei-Shi Zheng
Xiang Chen
Dong Liang
Peng Hu
...
Haotian Cheng
Yiheng Shen
Xing Hu
Terry Yue Zhuo
David Lo
174
3
0
29 Oct 2025
AnalogCoder-Pro: Unifying Analog Circuit Generation and Optimization via Multi-modal LLMs
AnalogCoder-Pro: Unifying Analog Circuit Generation and Optimization via Multi-modal LLMs
Yao Lai
Souradip Poddar
Sungyoung Lee
Guojin Chen
Mengkang Hu
Bei Yu
Ping Luo
David Z. Pan
282
10
0
04 Aug 2025
RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs
RealBench: Benchmarking Verilog Generation Models with Real-World IP Designs
Pengwei Jin
Di Huang
Chongxiao Li
Shuyao Cheng
Yang Zhao
...
Bohan Dou
Rui Zhang
Zidong Du
Qi Guo
Xing Hu
145
9
0
22 Jul 2025
Hardware Design and Security Needs Attention: From Survey to Path Forward
Hardware Design and Security Needs Attention: From Survey to Path Forward
Matthew William Redondo
Muhtasim Alam Chowdhury
B. S. Latibari
M. Mamun
Jaeden Wolf Carpenter
Benjamin Tan
Hammond Pearce
Pratik Satam
Soheil Salehi
Soheil Salehi
3DV
371
3
0
11 Apr 2025
ML For Hardware Design Interpretability: Challenges and Opportunities
ML For Hardware Design Interpretability: Challenges and Opportunities
Raymond Baartmans
Andrew Ensinger
Victor Agostinelli
Lizhong Chen
234
2
0
11 Apr 2025
BRIDGES: Bridging Graph Modality and Large Language Models within EDA Tasks
BRIDGES: Bridging Graph Modality and Large Language Models within EDA Tasks
Wei Li
Yang Zou
Christopher Ellis
Ruben Purdy
Shawn Blanton
José M. F. Moura
277
1
0
07 Apr 2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation ModelInternational Conference on Learning Representations (ICLR), 2025
Yi Liu
Changran Xu
Yunhao Zhou
Zhiyu Li
Qiang Xu
VLM
374
23
0
20 Feb 2025
Are LLMs Any Good for High-Level Synthesis?
Are LLMs Any Good for High-Level Synthesis?International Conference on Computer Aided Design (ICCAD), 2024
Yuchao Liao
Tosiron Adegbija
Roman L. Lysecky
245
5
0
19 Aug 2024
1
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